Dataset: 2026-10-27-catalog-ai-v2
Ruleset: b2e8889c66f7
Scanned: 2026-10-27
Window: February–September 15, 2026

Catalog tracking observation. This repository is measured with the same fixed window and ruleset, but it is not part of the published benchmark or its aggregate claims.

Sccache is a ccache-like tool. It is used as a compiler wrapper and avoids compilation when possible. Sccache has the capability to utilize caching in remote storage environments, including various cloud storage options, or alternatively, in local storage.

01Result

mozilla/sccache ↗

mozilla/sccache AI coding statistics: 4.3%

of 139 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

4.3% agent · top contributor 50%4 contributors

team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

agent commits

133

other considered commits

agent contributors

50%

largest contributor

02Drivers

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

6assisted

0autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached.

Agent share by month

Peak month: 12.5%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	5	3.6%
GitHub Copilot	GitHub	1	0.7%

03Evidence

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

8c83b745 on GitHubtests/integration: replace MinIO with SiloClaude Code
67683ccb on GitHubfeat: add Microsoft Entra ID (passwordless) auth for the Azure Blob backenClaude Code
b78ba272 on GitHubintegration: convert cmake 4.x modules XFAIL test to a passing testClaude Code
abacb35d on GitHubFix parsing of #line directivesGitHub Copilot

04Method

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window	141
Merge commits removed	−0
CI / dependency bots removed	−2
Considered	139

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Rust AI coding statisticsCompare evidence across Rust repositories →GitHub AI commit analyzerInspect another repository with the same evidence model →

Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli mozilla/sccache

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0%	33
2026-03	0%	17
2026-04	0%	10
2026-05	0%	4
2026-06	3.7%	27
2026-07	11.8%	17
2026-08	6.7%	15
2026-09	12.5%	16